app-builder

Generates full-stack applications from natural language requests via coordinated multi-agent workflows and PLAN.md-driven pipelines.

Updated Mar 18, 2026
One-click install
npx skills add https://github.com/raccioly/coach-gravity --skill app-builder-raccioly
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: app-builder
Source: https://github.com/raccioly/coach-gravity/tree/main/content/starter-kit/skills/app-builder
Command: npx skills add https://github.com/raccioly/coach-gravity --skill app-builder-raccioly

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill streamlines the creation of full-stack applications by translating natural language requests into structured project plans and coordinated multi-agent workflows.

Core Features & Use Cases

  • Automated project planning: Detects user goals, selects tech stacks, and outlines a scalable architecture.
  • Multi-agent orchestration: Coordinates specialized agents (frontend, backend, database, DevOps) to deliver working prototypes.
  • Template-driven scaffolding: Applies chosen templates to rapidly generate boilerplate code and repository structure.

Quick Start

Ask App Builder to scaffold a Next.js full-stack app with Prisma and Tailwind

Frequently Asked Questions about app-builder

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I generate a full-stack app from natural language?

To generate a full-stack app from natural language, this orchestrator analyzes your requirements, selects the tech stack, plans the project structure, and coordinates specialized agents to build it. It mandates a plan-first approach by creating a PLAN.md file before scaffolding.

How does multi-agent orchestration work for full-stack app planning?

Multi-agent orchestration for full-stack app planning works by coordinating specialized agents across frontend, backend, database, and DevOps domains. It translates your plain language request into structured workflows that apply template-driven scaffolding to deliver working prototypes.

Can I scaffold a Next.js app with Prisma and Tailwind using plain text?

Yes, you can scaffold a Next.js app with Prisma and Tailwind by providing a plain text request. The builder detects your goals, selects the appropriate tech stack, and applies template-driven scaffolding to rapidly generate the boilerplate code.

What is the best way to automate full-stack project scaffolding?

The best way to automate full-stack project scaffolding is using a plan-first multi-agent workflow that enforces mandatory PLAN.md creation and server-action-based pipelines. This ensures scalable architecture is outlined before specialized agents generate code.

Do I need a PLAN.md file before generating a full-stack application?

Yes, you need a PLAN.md file before generating a full-stack application because the builder enforces a mandatory plan-first approach. It analyzes your natural language request and creates this file to outline the architecture before coordinating specialized agents.

Why does plain language app generation require server-action-based pipelines?

Plain language app generation requires server-action-based pipelines to ensure structured execution across multi-agent workflows. This architecture coordinates specialized agents effectively, maintaining consistency between the generated project plan and the final full-stack application output.